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    106 repositories

    • climb

      Public
      CliMB: An AI-enabled Partner for Clinical Predictive Modeling
      Python
      •
      Apache License 2.0
      •3•7•1•0•Updated Dec 17, 2024Dec 17, 2024

    • SMART_Testing

      Public
      Python
      •1•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • Self_Healing_ML

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • autoprognosis

      Public
      A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
      healthcaresurvival-analysisautomlinterpretability
      Python
      •
      Apache License 2.0
      •26•122•10•1•Updated Dec 2, 2024Dec 2, 2024

    • TRIAGE

      Public
      TRIAGE: Characterizing and auditing training data for improved regression
      Jupyter Notebook
      •
      Apache License 2.0
      •3•2•0•0•Updated Nov 25, 2024Nov 25, 2024

    • Datagnosis

      Public
      A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.
      Jupyter Notebook
      •
      Apache License 2.0
      •2•23•1•0•Updated Nov 21, 2024Nov 21, 2024

    • HDTwinGen

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Nov 10, 2024Nov 10, 2024

    • NeuralLaplace

      Public
      Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
      Python
      •
      MIT License
      •11•3•0•0•Updated Nov 2, 2024Nov 2, 2024

    • POCA

      Public
      Python
      •1•0•0•0•Updated Oct 31, 2024Oct 31, 2024

    • medkit-learn

      Public
      The Medkit-Learn(ing) Environment. An open-source library for offline sequential decision making with a focus on medicine.
      Python
      •
      Other
      •1•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • Data-SUITE

      Public
      Data-SUITE: Data-centric identification of in-distribution incongruous examples
      Jupyter Notebook
      •
      MIT License
      •4•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • conformal-rnn

      Public
      Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
      Jupyter Notebook
      •15•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • Simplex

      Public
      This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.
      Python
      •
      Apache License 2.0
      •8•3•0•0•Updated Oct 2, 2024Oct 2, 2024

    • mcm

      Public
      To Impute or not to Impute? Missing Data in Treatment Effect Estimation
      imputationcausalitytreatment-effects
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • Data-IQ

      Public
      Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
      Jupyter Notebook
      •
      MIT License
      •5•5•0•0•Updated Oct 2, 2024Oct 2, 2024

    • optcommit

      Public
      When to make and break commitments?
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • tphenotype

      Public
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •2•1•0•0•Updated Oct 2, 2024Oct 2, 2024

    • NeuralLaplaceControl

      Public
      Neural Laplace Control
      Python
      •
      MIT License
      •5•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • CATENets

      Public
      Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •22•4•0•0•Updated Oct 2, 2024Oct 2, 2024

    • DeepGenerativeSymbolicRegression

      Public
      Deep Generative Symbolic Regression Code
      Python
      •5•2•0•0•Updated Oct 2, 2024Oct 2, 2024

    • D-CIPHER

      Public
      Jupyter Notebook
      •3•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • cvar_sensing

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • ActiveObservingInContinuous-timeControl

      Public
      Active Observing in Continuous-time Control
      Python
      •
      MIT License
      •2•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • DAGNOSIS

      Public
      Python
      •
      GNU General Public License v3.0
      •2•0•0•0•Updated Oct 2, 2024Oct 2, 2024

    • L2MAC

      Public
      🚀 The LLM Automatic Computer Framework: L2MAC
      Python
      •
      MIT License
      •22•2•0•0•Updated Oct 2, 2024Oct 2, 2024

    • synthcity

      Public
      A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
      machine-learningprivacytabular-datapytorchgenerative-modeldata-augmentationsynthetic-datafairness-ml
      Python
      •
      Apache License 2.0
      •66•477•36•2•Updated Oct 1, 2024Oct 1, 2024

    • CLLM

      Public
      Curated LLM (ICML 2024)
      Jupyter Notebook
      •
      Apache License 2.0
      •1•0•0•0•Updated Sep 24, 2024Sep 24, 2024

    • attention-based-credit

      Public
      Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt, and Mihaela van der Schaar
      Python
      •
      MIT License
      •1•0•0•0•Updated Sep 16, 2024Sep 16, 2024

    • CCAIM-Synthetic-data-tutorial

      Public
      The GitHub Repo for the hands-on session at NLDL entitled "Tutorial: Innovative Uses of Synthetic Data Tutorial".
      Apache License 2.0
      •1•8•0•0•Updated Sep 5, 2024Sep 5, 2024

    • synthetic-data-lab

      Public
      A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials on how to use the library "Synthcity" for improving the fairness and privacy of a dataset as well as for augmenting a small dataset using some other similar datasets.
      Jupyter Notebook
      •
      MIT License
      •2•12•0•0•Updated Sep 4, 2024Sep 4, 2024